name: speech_function_classifier
display_name: Speech Function Classifier
component_type: null
model_type: NN-based
is_customizable: false
author: publisher@deeppavlov.ai
description: BERT-based model (bert-base-cased-conversational) trained to distinguish between 17 possible classes of speech functions for an input utterance.
# for more info please refer to the model config file: https://github.com/deeppavlov/DeepPavlov/blob/feat/speech-fn/deeppavlov/configs/classifiers/speech_fn.json
ram_usage: 6G
gpu_usage: 4.5G
group: candidate_annotators
connector:
  protocol: http
  timeout: 5.0
  url: http://speech-function-classifier:8108/respond_batch
dialog_formatter: state_formatters.dp_formatters:speech_function_hypotheses_formatter
response_formatter: state_formatters.dp_formatters:simple_formatter_service
previous_services:
- skills
required_previous_services: null
state_manager_method: add_hypothesis_annotation_batch
tags: null
endpoint: annotation
service: annotators/speech_function_classifier/service_configs/speech-function-classifier
date_created: '2023-03-16T09:45:32'
